Data analytics and AI

This glossary contains definitions related to customer data analytics, predictive analytics, data visualization and operational business intelligence. Some definitions explain the meaning of words used to Hadoop and other software tools used in big data analytics. Other definitions are related to the strategies that business intelligence professionals, data scientists, statisticians and data analysts use to make data-driven decisions.

Algorithms

Terms related to procedures or formulas for solving a problem by conducting a sequence of specified actions. In computing, algorithms in the form of mathematical instructions play an important part in search, artificial intelligence (AI) and machine learning.

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Artificial intelligence

Terms related to artificial intelligence (AI), including definitions about machine learning and words and phrases about training data, algorithms, natural language processing, neural networks and automation.

  • What is Apple Intelligence?

    Apple Intelligence is the platform name for a suite of generative AI capabilities that Apple is integrating across its products, including iPhone, Mac and iPad devices.

  • What is Gemma? Google's open sourced AI model explained

    Gemma is a collection of lightweight open source generative AI models designed mainly for developers and researchers.

  • What is neuro-symbolic AI?

    Neuro-symbolic AI combines neural networks with rules-based symbolic processing techniques to improve artificial intelligence systems' accuracy, explainability and precision.

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Data and data management

Terms related to data, including definitions about data warehousing and words and phrases about data management.

  • What is a framework?

    In general, a framework is a real or conceptual structure intended to serve as a support or guide for the building of something that expands the structure into something useful.

  • What is an information system (IS)?

    An information system (IS) is an interconnected set of components used to collect, store, process and transmit data and digital information.

  • What are spreadsheets and how do they work?

    A spreadsheet is a computer program that can capture, display and manipulate data arranged in rows and columns.

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Database management

Terms related to databases, including definitions about relational databases and words and phrases about database management.

  • What is a framework?

    In general, a framework is a real or conceptual structure intended to serve as a support or guide for the building of something that expands the structure into something useful.

  • What is a knowledge graph in ML (machine learning)?

    In the realm of machine learning (ML), a knowledge graph is a graphical representation that captures the connections between different entities.

  • What is data?

    In computing, data is information translated into a form that is efficient for movement or processing.

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